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Multi Class Text Classification Cnn RnnClassify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
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Multi Class Text Classification CnnClassify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
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Wikipedia2vecA tool for learning vector representations of words and entities from Wikipedia
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Text mining resourcesResources for learning about Text Mining and Natural Language Processing
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Bert For Sequence Labeling And Text ClassificationThis is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.
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Sequence Semantic EmbeddingTools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.
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Chatito🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!
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Spacy Streamlit👑 spaCy building blocks and visualizers for Streamlit apps
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Textclassification KerasText classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
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Snips NluSnips Python library to extract meaning from text
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Bert language understandingPre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
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Hanlp中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
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Chinese Text ClassificationChinese-Text-Classification,Tensorflow CNN(卷积神经网络)实现的中文文本分类。QQ群:522785813,微信群二维码:http://www.tensorflownews.com/
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Tf Rnn AttentionTensorflow implementation of attention mechanism for text classification tasks.
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WeSTClass[CIKM 2018] Weakly-Supervised Neural Text Classification
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Text ClassificationImplementation of papers for text classification task on DBpedia
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Keras TextText Classification Library in Keras
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Whatlang RsNatural language detection library for Rust. Try demo online: https://www.greyblake.com/whatlang/
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RmdlRMDL: Random Multimodel Deep Learning for Classification
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Nlp RecipesNatural Language Processing Best Practices & Examples
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Nlp Projectsword2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding
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Chatbot cn基于金融-司法领域(兼有闲聊性质)的聊天机器人,其中的主要模块有信息抽取、NLU、NLG、知识图谱等,并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
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Artificial Adversary🗣️ Tool to generate adversarial text examples and test machine learning models against them
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MetaA Modern C++ Data Sciences Toolkit
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Text2genderPredict the author's gender from their text.
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Bert seq2seqpytorch实现bert做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持GPT2进行文章续写。
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TextfoolerA Model for Natural Language Attack on Text Classification and Inference
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Lightnlp基于Pytorch和torchtext的自然语言处理深度学习框架。
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Delfta Deep Learning Framework for Text
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BertweetBERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
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Concise Ipython Notebooks For Deep LearningIpython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.
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Nlp chinese corpus大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
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Text classificationall kinds of text classification models and more with deep learning
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Eda nlpData augmentation for NLP, presented at EMNLP 2019
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Spacy💫 Industrial-strength Natural Language Processing (NLP) in Python
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